Field notes
What production-grade AI actually takes.
A small number of deep pieces on the unglamorous part — deployment, evals, guardrails, cost, and ownership. No hype, one concrete claim per piece, written by the person who'd do the work.
- how to let AI agents deploy infrastructure safely
We let AI write our production infrastructure. Here's the gate that stops it deploying.
Multi-agent AI writes the CDK that runs ringmod.ai. A machine-verified safety gate — not trust — decides what reaches the AWS account. Here's the gate.
Read → - AI production readiness checklist
The AI production-readiness bar: the 6 things that block your POC
Your AI prototype works and won't ship. It's almost never the model. Here's the 6-part production-readiness bar most teams fail — and how to score yourself.
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